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SotA/Methodology/Classification/DODF Data

Classification on DODF Data

Metric: Weighted F1 (higher is better)

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Results

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#Model↕Weighted F1▼AugmentationsPaperDate↕Code
1ULMFiT (pre-trained vocab, no gradual unfreezing)0.9257No--Code
2ULMFiT (pre-trained vocab)0.9088No--Code
3SVM + word counts (pre-trained vocab)0.9049No--Code
4ULMFiT (no pre-trained vocab)0.8974No--Code
5SVM + tf-idf (no pre-trained vocab)0.8917No--Code